{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from requests_html import HTMLSession\n",
    "import urllib.parse\n",
    "\n",
    "url = \"https://www.liepin.com/zhaopin/\"\n",
    "session = HTMLSession()\n",
    "r = session.get(url)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [],
   "source": [
    "g = r.html"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['互联网·游戏·软件',\n",
       " '电子·通信·硬件',\n",
       " '房地产·建筑·物业',\n",
       " '金融',\n",
       " '消费品',\n",
       " '汽车·机械·制造',\n",
       " '制药·医疗',\n",
       " '能源·化工·环保',\n",
       " '服务·外包·中介',\n",
       " '广告·传媒·教育·文化',\n",
       " '交通·贸易·物流',\n",
       " '政府·农林牧渔']"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "行业大分类_xpath = '//ul[@class=\"clearfix\"]/li/span/text()'\n",
    "行业大分类列表 = r.html.xpath(行业大分类_xpath)\n",
    "行业大分类列表"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'互联网·游戏·软件': {},\n",
       " '电子·通信·硬件': {},\n",
       " '房地产·建筑·物业': {},\n",
       " '金融': {},\n",
       " '消费品': {},\n",
       " '汽车·机械·制造': {},\n",
       " '制药·医疗': {},\n",
       " '能源·化工·环保': {},\n",
       " '服务·外包·中介': {},\n",
       " '广告·传媒·教育·文化': {},\n",
       " '交通·贸易·物流': {},\n",
       " '政府·农林牧渔': {}}"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "行业总分类参数={行业大分类列表[i]:{} for i in range(len(行业大分类列表)) }\n",
    "行业总分类参数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'互联网/电商': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_01',\n",
       "  'jobKind': '',\n",
       "  'industries': '040',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
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       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '游戏产业': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_01',\n",
       "  'jobKind': '',\n",
       "  'industries': '420',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '计算机软件': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_01',\n",
       "  'jobKind': '',\n",
       "  'industries': '010',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " 'IT服务': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_01',\n",
       "  'jobKind': '',\n",
       "  'industries': '030',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '电子/芯片/半导体': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_02',\n",
       "  'jobKind': '',\n",
       "  'industries': '050',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '通信业': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_02',\n",
       "  'jobKind': '',\n",
       "  'industries': '060',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '计算机/网络设备': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_02',\n",
       "  'jobKind': '',\n",
       "  'industries': '020',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '房地产/建筑': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_03',\n",
       "  'jobKind': '',\n",
       "  'industries': '080',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '规划/设计/装潢': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_03',\n",
       "  'jobKind': '',\n",
       "  'industries': '100',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '房地产服务': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_03',\n",
       "  'jobKind': '',\n",
       "  'industries': '090',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '银行': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_04',\n",
       "  'jobKind': '',\n",
       "  'industries': '130',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '保险': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_04',\n",
       "  'jobKind': '',\n",
       "  'industries': '140',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '基金/证券/投资': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_04',\n",
       "  'jobKind': '',\n",
       "  'industries': '150',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '会计/审计': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_04',\n",
       "  'jobKind': '',\n",
       "  'industries': '430',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '信托/担保/拍卖': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_04',\n",
       "  'jobKind': '',\n",
       "  'industries': '500',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '快消品': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_05',\n",
       "  'jobKind': '',\n",
       "  'industries': '190',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '批发零售': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_05',\n",
       "  'jobKind': '',\n",
       "  'industries': '240',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '服装纺织': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_05',\n",
       "  'jobKind': '',\n",
       "  'industries': '200',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '家具/家电': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_05',\n",
       "  'jobKind': '',\n",
       "  'industries': '210',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
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       "  'industries': '260',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '租赁服务': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_07',\n",
       "  'jobKind': '',\n",
       "  'industries': '510',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '广告/市场/会展': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_08',\n",
       "  'jobKind': '',\n",
       "  'industries': '070',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '影视文化': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_08',\n",
       "  'jobKind': '',\n",
       "  'industries': '170',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '教育培训': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_08',\n",
       "  'jobKind': '',\n",
       "  'industries': '380',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '交通/物流/运输': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_09',\n",
       "  'jobKind': '',\n",
       "  'industries': '250',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '贸易/进出口': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_09',\n",
       "  'jobKind': '',\n",
       "  'industries': '160',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '航空/航天': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_09',\n",
       "  'jobKind': '',\n",
       "  'industries': '480',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '政务/公共服务': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_12',\n",
       "  'jobKind': '',\n",
       "  'industries': '390',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '农林牧渔': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_12',\n",
       "  'jobKind': '',\n",
       "  'industries': '410',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'},\n",
       " '其他行业': {'flushckid': '1',\n",
       "  'compkind': '',\n",
       "  'dqs': '',\n",
       "  'pubTime': '',\n",
       "  'pageSize': '40',\n",
       "  'salary': '',\n",
       "  'compTag': '',\n",
       "  'sortFlag': '',\n",
       "  'compIds': '',\n",
       "  'subIndustry': '',\n",
       "  'industryType': 'industry_12',\n",
       "  'jobKind': '',\n",
       "  'industries': '400',\n",
       "  'compscale': '',\n",
       "  'key': '',\n",
       "  'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom': 'search_unknown',\n",
       "  'd_ckId': '20fa1d00a168fcde4707ebb796a77113',\n",
       "  'd_curPage': '0',\n",
       "  'd_pageSize': '40',\n",
       "  'd_headId': '20fa1d00a168fcde4707ebb796a77113'}}"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "for i in range(len(行业大分类列表)):\n",
    "    小分类_xpath_a = \"//div[@class='wrap']/div/div/dl[2]//dd//ul[@class='clearfix']//a\"\n",
    "    小分类_xpath_text = \"//div[@class='wrap']/div/div/dl[2]/dd//ul[@class='clearfix']//a/text()\"\n",
    "    小分类_文本 = g.xpath(小分类_xpath_text)\n",
    "    小分类_xpath_链接 = [list(i.absolute_links)[0] for i in g.xpath(小分类_xpath_a)]\n",
    "    行业分类_dict = {i:{x.split('=')[0]:x.split('=')[1] for x in 小分类_xpath_链接[k].split('?')[1].split('&')} for k,i in enumerate(小分类_文本)}#字典推导式内字典推导式\n",
    "    行业总分类参数[行业大分类列表[i]]={小分类_文本[i]:行业分类_dict[小分类_文本[i]][\"industries\"] for i in range(len(行业分类_dict))}\n",
    "行业分类_dict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_01&jobKind=&industries=040&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_01&jobKind=&industries=420&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_01&jobKind=&industries=010&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_01&jobKind=&industries=030&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_02&jobKind=&industries=050&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_02&jobKind=&industries=060&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_02&jobKind=&industries=020&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_03&jobKind=&industries=080&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_03&jobKind=&industries=100&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_03&jobKind=&industries=090&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_04&jobKind=&industries=130&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_04&jobKind=&industries=140&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_04&jobKind=&industries=150&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_04&jobKind=&industries=430&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_04&jobKind=&industries=500&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=190&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=240&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=200&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=210&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=220&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=460&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_05&jobKind=&industries=470&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_06&jobKind=&industries=350&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_06&jobKind=&industries=360&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_06&jobKind=&industries=180&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_06&jobKind=&industries=370&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_06&jobKind=&industries=340&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_10&jobKind=&industries=270&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_10&jobKind=&industries=280&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_10&jobKind=&industries=290&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_11&jobKind=&industries=330&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_11&jobKind=&industries=310&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_11&jobKind=&industries=320&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_11&jobKind=&industries=300&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_11&jobKind=&industries=490&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=120&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=110&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=440&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=450&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=230&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=260&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_07&jobKind=&industries=510&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_08&jobKind=&industries=070&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_08&jobKind=&industries=170&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_08&jobKind=&industries=380&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_09&jobKind=&industries=250&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_09&jobKind=&industries=160&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_09&jobKind=&industries=480&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_12&jobKind=&industries=390&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_12&jobKind=&industries=410&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113',\n",
       " 'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_12&jobKind=&industries=400&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=20fa1d00a168fcde4707ebb796a77113&d_curPage=0&d_pageSize=40&d_headId=20fa1d00a168fcde4707ebb796a77113']"
      ]
     },
     "execution_count": 79,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "小分类_xpath_链接"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['互联网/电商',\n",
       " '游戏产业',\n",
       " '计算机软件',\n",
       " 'IT服务',\n",
       " '电子/芯片/半导体',\n",
       " '通信业',\n",
       " '计算机/网络设备',\n",
       " '房地产/建筑',\n",
       " '规划/设计/装潢',\n",
       " '房地产服务',\n",
       " '银行',\n",
       " '保险',\n",
       " '基金/证券/投资',\n",
       " '会计/审计',\n",
       " '信托/担保/拍卖',\n",
       " '快消品',\n",
       " '批发零售',\n",
       " '服装纺织',\n",
       " '家具/家电',\n",
       " '办公设备',\n",
       " '奢侈品/收藏品',\n",
       " '珠宝/玩具/工艺品',\n",
       " '汽车/摩托车',\n",
       " '机械/机电/重工',\n",
       " '印刷/包装/造纸',\n",
       " '原材料加工',\n",
       " '仪器/电气/自动化',\n",
       " '制药/生物工程',\n",
       " '医疗/保健/美容',\n",
       " '医疗器械',\n",
       " '能源/水利',\n",
       " '石油/化工',\n",
       " '采掘/冶炼/矿产',\n",
       " '环保',\n",
       " '新能源',\n",
       " '专业服务',\n",
       " '中介服务',\n",
       " '外包服务',\n",
       " '检测/认证',\n",
       " '餐饮/酒旅/服务',\n",
       " '文体娱乐',\n",
       " '租赁服务',\n",
       " '广告/市场/会展',\n",
       " '影视文化',\n",
       " '教育培训',\n",
       " '交通/物流/运输',\n",
       " '贸易/进出口',\n",
       " '航空/航天',\n",
       " '政务/公共服务',\n",
       " '农林牧渔',\n",
       " '其他行业']"
      ]
     },
     "execution_count": 77,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "g.xpath(小分类_xpath_text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{0: '互联网/电商',\n",
       " 1: '游戏产业',\n",
       " 2: '计算机软件',\n",
       " 3: 'IT服务',\n",
       " 4: '电子/芯片/半导体',\n",
       " 5: '通信业',\n",
       " 6: '计算机/网络设备',\n",
       " 7: '房地产/建筑',\n",
       " 8: '规划/设计/装潢',\n",
       " 9: '房地产服务',\n",
       " 10: '银行',\n",
       " 11: '保险',\n",
       " 12: '基金/证券/投资',\n",
       " 13: '会计/审计',\n",
       " 14: '信托/担保/拍卖',\n",
       " 15: '快消品',\n",
       " 16: '批发零售',\n",
       " 17: '服装纺织',\n",
       " 18: '家具/家电',\n",
       " 19: '办公设备',\n",
       " 20: '奢侈品/收藏品',\n",
       " 21: '珠宝/玩具/工艺品',\n",
       " 22: '汽车/摩托车',\n",
       " 23: '机械/机电/重工',\n",
       " 24: '印刷/包装/造纸',\n",
       " 25: '原材料加工',\n",
       " 26: '仪器/电气/自动化',\n",
       " 27: '制药/生物工程',\n",
       " 28: '医疗/保健/美容',\n",
       " 29: '医疗器械',\n",
       " 30: '能源/水利',\n",
       " 31: '石油/化工',\n",
       " 32: '采掘/冶炼/矿产',\n",
       " 33: '环保',\n",
       " 34: '新能源',\n",
       " 35: '专业服务',\n",
       " 36: '中介服务',\n",
       " 37: '外包服务',\n",
       " 38: '检测/认证',\n",
       " 39: '餐饮/酒旅/服务',\n",
       " 40: '文体娱乐',\n",
       " 41: '租赁服务',\n",
       " 42: '广告/市场/会展',\n",
       " 43: '影视文化',\n",
       " 44: '教育培训',\n",
       " 45: '交通/物流/运输',\n",
       " 46: '贸易/进出口',\n",
       " 47: '航空/航天',\n",
       " 48: '政务/公共服务',\n",
       " 49: '农林牧渔',\n",
       " 50: '其他行业'}"
      ]
     },
     "execution_count": 81,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "行业分类_str = g.xpath(小分类_xpath_text)\n",
    "{k:i for k,i in enumerate(行业分类_str)}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'互联网/电商': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_01',\n",
       "  'jobKind=',\n",
       "  'industries=040',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '游戏产业': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_01',\n",
       "  'jobKind=',\n",
       "  'industries=420',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '计算机软件': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_01',\n",
       "  'jobKind=',\n",
       "  'industries=010',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " 'IT服务': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_01',\n",
       "  'jobKind=',\n",
       "  'industries=030',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '电子/芯片/半导体': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_02',\n",
       "  'jobKind=',\n",
       "  'industries=050',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '通信业': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_02',\n",
       "  'jobKind=',\n",
       "  'industries=060',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '计算机/网络设备': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_02',\n",
       "  'jobKind=',\n",
       "  'industries=020',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '房地产/建筑': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_03',\n",
       "  'jobKind=',\n",
       "  'industries=080',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '规划/设计/装潢': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_03',\n",
       "  'jobKind=',\n",
       "  'industries=100',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '房地产服务': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_03',\n",
       "  'jobKind=',\n",
       "  'industries=090',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '银行': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_04',\n",
       "  'jobKind=',\n",
       "  'industries=130',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '保险': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_04',\n",
       "  'jobKind=',\n",
       "  'industries=140',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '基金/证券/投资': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_04',\n",
       "  'jobKind=',\n",
       "  'industries=150',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '会计/审计': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_04',\n",
       "  'jobKind=',\n",
       "  'industries=430',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '信托/担保/拍卖': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_04',\n",
       "  'jobKind=',\n",
       "  'industries=500',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '快消品': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_05',\n",
       "  'jobKind=',\n",
       "  'industries=190',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '批发零售': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_05',\n",
       "  'jobKind=',\n",
       "  'industries=240',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '服装纺织': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_05',\n",
       "  'jobKind=',\n",
       "  'industries=200',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '家具/家电': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_05',\n",
       "  'jobKind=',\n",
       "  'industries=210',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '办公设备': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_05',\n",
       "  'jobKind=',\n",
       "  'industries=220',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '奢侈品/收藏品': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_05',\n",
       "  'jobKind=',\n",
       "  'industries=460',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '珠宝/玩具/工艺品': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_05',\n",
       "  'jobKind=',\n",
       "  'industries=470',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '汽车/摩托车': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_06',\n",
       "  'jobKind=',\n",
       "  'industries=350',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '机械/机电/重工': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_06',\n",
       "  'jobKind=',\n",
       "  'industries=360',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '印刷/包装/造纸': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_06',\n",
       "  'jobKind=',\n",
       "  'industries=180',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '原材料加工': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_06',\n",
       "  'jobKind=',\n",
       "  'industries=370',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '仪器/电气/自动化': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_06',\n",
       "  'jobKind=',\n",
       "  'industries=340',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '制药/生物工程': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_10',\n",
       "  'jobKind=',\n",
       "  'industries=270',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '医疗/保健/美容': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_10',\n",
       "  'jobKind=',\n",
       "  'industries=280',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '医疗器械': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_10',\n",
       "  'jobKind=',\n",
       "  'industries=290',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '能源/水利': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_11',\n",
       "  'jobKind=',\n",
       "  'industries=330',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '石油/化工': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_11',\n",
       "  'jobKind=',\n",
       "  'industries=310',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '采掘/冶炼/矿产': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_11',\n",
       "  'jobKind=',\n",
       "  'industries=320',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '环保': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_11',\n",
       "  'jobKind=',\n",
       "  'industries=300',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '新能源': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_11',\n",
       "  'jobKind=',\n",
       "  'industries=490',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '专业服务': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_07',\n",
       "  'jobKind=',\n",
       "  'industries=120',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '中介服务': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_07',\n",
       "  'jobKind=',\n",
       "  'industries=110',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '外包服务': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_07',\n",
       "  'jobKind=',\n",
       "  'industries=440',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '检测/认证': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_07',\n",
       "  'jobKind=',\n",
       "  'industries=450',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '餐饮/酒旅/服务': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_07',\n",
       "  'jobKind=',\n",
       "  'industries=230',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '文体娱乐': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_07',\n",
       "  'jobKind=',\n",
       "  'industries=260',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '租赁服务': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_07',\n",
       "  'jobKind=',\n",
       "  'industries=510',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '广告/市场/会展': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_08',\n",
       "  'jobKind=',\n",
       "  'industries=070',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '影视文化': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_08',\n",
       "  'jobKind=',\n",
       "  'industries=170',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '教育培训': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_08',\n",
       "  'jobKind=',\n",
       "  'industries=380',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '交通/物流/运输': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_09',\n",
       "  'jobKind=',\n",
       "  'industries=250',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '贸易/进出口': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_09',\n",
       "  'jobKind=',\n",
       "  'industries=160',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '航空/航天': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_09',\n",
       "  'jobKind=',\n",
       "  'industries=480',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '政务/公共服务': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_12',\n",
       "  'jobKind=',\n",
       "  'industries=390',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '农林牧渔': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_12',\n",
       "  'jobKind=',\n",
       "  'industries=410',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '其他行业': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_12',\n",
       "  'jobKind=',\n",
       "  'industries=400',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0']}"
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "行业分类_dict = {i:行业分类[k].split('?')[1].split('&') for k,i in enumerate(行业分类_str)}\n",
    "行业分类_dict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'互联网/电商': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_01',\n",
       "  'jobKind=',\n",
       "  'industries=040',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '游戏产业': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_01',\n",
       "  'jobKind=',\n",
       "  'industries=420',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '计算机软件': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_01',\n",
       "  'jobKind=',\n",
       "  'industries=010',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " 'IT服务': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_01',\n",
       "  'jobKind=',\n",
       "  'industries=030',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '电子/芯片/半导体': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_02',\n",
       "  'jobKind=',\n",
       "  'industries=050',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '通信业': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_02',\n",
       "  'jobKind=',\n",
       "  'industries=060',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '计算机/网络设备': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_02',\n",
       "  'jobKind=',\n",
       "  'industries=020',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '房地产/建筑': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_03',\n",
       "  'jobKind=',\n",
       "  'industries=080',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '规划/设计/装潢': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_03',\n",
       "  'jobKind=',\n",
       "  'industries=100',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '房地产服务': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_03',\n",
       "  'jobKind=',\n",
       "  'industries=090',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '银行': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_04',\n",
       "  'jobKind=',\n",
       "  'industries=130',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '保险': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_04',\n",
       "  'jobKind=',\n",
       "  'industries=140',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '基金/证券/投资': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_04',\n",
       "  'jobKind=',\n",
       "  'industries=150',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '会计/审计': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_04',\n",
       "  'jobKind=',\n",
       "  'industries=430',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '信托/担保/拍卖': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_04',\n",
       "  'jobKind=',\n",
       "  'industries=500',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '快消品': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_05',\n",
       "  'jobKind=',\n",
       "  'industries=190',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '批发零售': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_05',\n",
       "  'jobKind=',\n",
       "  'industries=240',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '服装纺织': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_05',\n",
       "  'jobKind=',\n",
       "  'industries=200',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '家具/家电': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_05',\n",
       "  'jobKind=',\n",
       "  'industries=210',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '办公设备': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_05',\n",
       "  'jobKind=',\n",
       "  'industries=220',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '奢侈品/收藏品': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_05',\n",
       "  'jobKind=',\n",
       "  'industries=460',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '珠宝/玩具/工艺品': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_05',\n",
       "  'jobKind=',\n",
       "  'industries=470',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '汽车/摩托车': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_06',\n",
       "  'jobKind=',\n",
       "  'industries=350',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '机械/机电/重工': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_06',\n",
       "  'jobKind=',\n",
       "  'industries=360',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '印刷/包装/造纸': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_06',\n",
       "  'jobKind=',\n",
       "  'industries=180',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '原材料加工': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_06',\n",
       "  'jobKind=',\n",
       "  'industries=370',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '仪器/电气/自动化': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_06',\n",
       "  'jobKind=',\n",
       "  'industries=340',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '制药/生物工程': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_10',\n",
       "  'jobKind=',\n",
       "  'industries=270',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '医疗/保健/美容': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_10',\n",
       "  'jobKind=',\n",
       "  'industries=280',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '医疗器械': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_10',\n",
       "  'jobKind=',\n",
       "  'industries=290',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '能源/水利': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_11',\n",
       "  'jobKind=',\n",
       "  'industries=330',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '石油/化工': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_11',\n",
       "  'jobKind=',\n",
       "  'industries=310',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '采掘/冶炼/矿产': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_11',\n",
       "  'jobKind=',\n",
       "  'industries=320',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '环保': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_11',\n",
       "  'jobKind=',\n",
       "  'industries=300',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '新能源': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_11',\n",
       "  'jobKind=',\n",
       "  'industries=490',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '专业服务': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_07',\n",
       "  'jobKind=',\n",
       "  'industries=120',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '中介服务': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_07',\n",
       "  'jobKind=',\n",
       "  'industries=110',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '外包服务': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_07',\n",
       "  'jobKind=',\n",
       "  'industries=440',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '检测/认证': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_07',\n",
       "  'jobKind=',\n",
       "  'industries=450',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '餐饮/酒旅/服务': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_07',\n",
       "  'jobKind=',\n",
       "  'industries=230',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '文体娱乐': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_07',\n",
       "  'jobKind=',\n",
       "  'industries=260',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '租赁服务': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_07',\n",
       "  'jobKind=',\n",
       "  'industries=510',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '广告/市场/会展': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_08',\n",
       "  'jobKind=',\n",
       "  'industries=070',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '影视文化': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_08',\n",
       "  'jobKind=',\n",
       "  'industries=170',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '教育培训': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_08',\n",
       "  'jobKind=',\n",
       "  'industries=380',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '交通/物流/运输': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_09',\n",
       "  'jobKind=',\n",
       "  'industries=250',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '贸易/进出口': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_09',\n",
       "  'jobKind=',\n",
       "  'industries=160',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '航空/航天': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_09',\n",
       "  'jobKind=',\n",
       "  'industries=480',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '政务/公共服务': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_12',\n",
       "  'jobKind=',\n",
       "  'industries=390',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '农林牧渔': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_12',\n",
       "  'jobKind=',\n",
       "  'industries=410',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0'],\n",
       " '其他行业': ['flushckid=1',\n",
       "  'compkind=',\n",
       "  'dqs=',\n",
       "  'pubTime=',\n",
       "  'pageSize=40',\n",
       "  'salary=',\n",
       "  'compTag=',\n",
       "  'sortFlag=',\n",
       "  'compIds=',\n",
       "  'subIndustry=',\n",
       "  'industryType=industry_12',\n",
       "  'jobKind=',\n",
       "  'industries=400',\n",
       "  'compscale=',\n",
       "  'key=',\n",
       "  'siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       "  'd_sfrom=search_unknown',\n",
       "  'd_ckId=05ee86c21235075d2e3978eb3e75c5b0',\n",
       "  'd_curPage=0',\n",
       "  'd_pageSize=40',\n",
       "  'd_headId=05ee86c21235075d2e3978eb3e75c5b0']}"
      ]
     },
     "execution_count": 83,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "行业分类_dict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>互联网/电商</th>\n",
       "      <th>游戏产业</th>\n",
       "      <th>计算机软件</th>\n",
       "      <th>IT服务</th>\n",
       "      <th>电子/芯片/半导体</th>\n",
       "      <th>通信业</th>\n",
       "      <th>计算机/网络设备</th>\n",
       "      <th>房地产/建筑</th>\n",
       "      <th>规划/设计/装潢</th>\n",
       "      <th>房地产服务</th>\n",
       "      <th>...</th>\n",
       "      <th>租赁服务</th>\n",
       "      <th>广告/市场/会展</th>\n",
       "      <th>影视文化</th>\n",
       "      <th>教育培训</th>\n",
       "      <th>交通/物流/运输</th>\n",
       "      <th>贸易/进出口</th>\n",
       "      <th>航空/航天</th>\n",
       "      <th>政务/公共服务</th>\n",
       "      <th>农林牧渔</th>\n",
       "      <th>其他行业</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>flushckid=1</td>\n",
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       "      <td>flushckid=1</td>\n",
       "      <td>flushckid=1</td>\n",
       "      <td>flushckid=1</td>\n",
       "      <td>flushckid=1</td>\n",
       "      <td>flushckid=1</td>\n",
       "      <td>flushckid=1</td>\n",
       "      <td>flushckid=1</td>\n",
       "      <td>flushckid=1</td>\n",
       "      <td>...</td>\n",
       "      <td>flushckid=1</td>\n",
       "      <td>flushckid=1</td>\n",
       "      <td>flushckid=1</td>\n",
       "      <td>flushckid=1</td>\n",
       "      <td>flushckid=1</td>\n",
       "      <td>flushckid=1</td>\n",
       "      <td>flushckid=1</td>\n",
       "      <td>flushckid=1</td>\n",
       "      <td>flushckid=1</td>\n",
       "      <td>flushckid=1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>...</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "      <td>compkind=</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>...</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "      <td>dqs=</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>...</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "      <td>pubTime=</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>...</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "      <td>pageSize=40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "      <td>...</td>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "      <td>salary=</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>...</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "      <td>compTag=</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>...</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "      <td>sortFlag=</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>...</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "      <td>compIds=</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>...</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "      <td>subIndustry=</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>industryType=industry_01</td>\n",
       "      <td>industryType=industry_01</td>\n",
       "      <td>industryType=industry_01</td>\n",
       "      <td>industryType=industry_01</td>\n",
       "      <td>industryType=industry_02</td>\n",
       "      <td>industryType=industry_02</td>\n",
       "      <td>industryType=industry_02</td>\n",
       "      <td>industryType=industry_03</td>\n",
       "      <td>industryType=industry_03</td>\n",
       "      <td>industryType=industry_03</td>\n",
       "      <td>...</td>\n",
       "      <td>industryType=industry_07</td>\n",
       "      <td>industryType=industry_08</td>\n",
       "      <td>industryType=industry_08</td>\n",
       "      <td>industryType=industry_08</td>\n",
       "      <td>industryType=industry_09</td>\n",
       "      <td>industryType=industry_09</td>\n",
       "      <td>industryType=industry_09</td>\n",
       "      <td>industryType=industry_12</td>\n",
       "      <td>industryType=industry_12</td>\n",
       "      <td>industryType=industry_12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>...</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "      <td>jobKind=</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>industries=040</td>\n",
       "      <td>industries=420</td>\n",
       "      <td>industries=010</td>\n",
       "      <td>industries=030</td>\n",
       "      <td>industries=050</td>\n",
       "      <td>industries=060</td>\n",
       "      <td>industries=020</td>\n",
       "      <td>industries=080</td>\n",
       "      <td>industries=100</td>\n",
       "      <td>industries=090</td>\n",
       "      <td>...</td>\n",
       "      <td>industries=510</td>\n",
       "      <td>industries=070</td>\n",
       "      <td>industries=170</td>\n",
       "      <td>industries=380</td>\n",
       "      <td>industries=250</td>\n",
       "      <td>industries=160</td>\n",
       "      <td>industries=480</td>\n",
       "      <td>industries=390</td>\n",
       "      <td>industries=410</td>\n",
       "      <td>industries=400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>...</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "      <td>compscale=</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "      <td>...</td>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "      <td>key=</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "      <td>siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "      <td>d_sfrom=search_unknown</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>...</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_ckId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>...</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "      <td>d_curPage=0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>...</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "      <td>d_pageSize=40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>...</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "      <td>d_headId=05ee86c21235075d2e3978eb3e75c5b0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>21 rows × 51 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                               互联网/电商  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_01   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=040   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "18                                        d_curPage=0   \n",
       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                                 游戏产业  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_01   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=420   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "18                                        d_curPage=0   \n",
       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                                计算机软件  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_01   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=010   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "18                                        d_curPage=0   \n",
       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                                 IT服务  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_01   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=030   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "18                                        d_curPage=0   \n",
       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                            电子/芯片/半导体  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_02   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=050   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "18                                        d_curPage=0   \n",
       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                                  通信业  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_02   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=060   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "18                                        d_curPage=0   \n",
       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                             计算机/网络设备  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_02   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=020   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "18                                        d_curPage=0   \n",
       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                               房地产/建筑  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_03   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=080   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "18                                        d_curPage=0   \n",
       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                             规划/设计/装潢  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_03   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=100   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
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       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                                房地产服务  ...  \\\n",
       "0                                         flushckid=1  ...   \n",
       "1                                           compkind=  ...   \n",
       "2                                                dqs=  ...   \n",
       "3                                            pubTime=  ...   \n",
       "4                                         pageSize=40  ...   \n",
       "5                                             salary=  ...   \n",
       "6                                            compTag=  ...   \n",
       "7                                           sortFlag=  ...   \n",
       "8                                            compIds=  ...   \n",
       "9                                        subIndustry=  ...   \n",
       "10                           industryType=industry_03  ...   \n",
       "11                                           jobKind=  ...   \n",
       "12                                     industries=090  ...   \n",
       "13                                         compscale=  ...   \n",
       "14                                               key=  ...   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...  ...   \n",
       "16                             d_sfrom=search_unknown  ...   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0  ...   \n",
       "18                                        d_curPage=0  ...   \n",
       "19                                      d_pageSize=40  ...   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0  ...   \n",
       "\n",
       "                                                 租赁服务  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_07   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=510   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "18                                        d_curPage=0   \n",
       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                             广告/市场/会展  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_08   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=070   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "18                                        d_curPage=0   \n",
       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                                 影视文化  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_08   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=170   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "18                                        d_curPage=0   \n",
       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                                 教育培训  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_08   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=380   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "18                                        d_curPage=0   \n",
       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                             交通/物流/运输  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_09   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=250   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "18                                        d_curPage=0   \n",
       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                               贸易/进出口  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_09   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=160   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "18                                        d_curPage=0   \n",
       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                                航空/航天  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_09   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=480   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "18                                        d_curPage=0   \n",
       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                              政务/公共服务  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_12   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=390   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "18                                        d_curPage=0   \n",
       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                                 农林牧渔  \\\n",
       "0                                         flushckid=1   \n",
       "1                                           compkind=   \n",
       "2                                                dqs=   \n",
       "3                                            pubTime=   \n",
       "4                                         pageSize=40   \n",
       "5                                             salary=   \n",
       "6                                            compTag=   \n",
       "7                                           sortFlag=   \n",
       "8                                            compIds=   \n",
       "9                                        subIndustry=   \n",
       "10                           industryType=industry_12   \n",
       "11                                           jobKind=   \n",
       "12                                     industries=410   \n",
       "13                                         compscale=   \n",
       "14                                               key=   \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...   \n",
       "16                             d_sfrom=search_unknown   \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "18                                        d_curPage=0   \n",
       "19                                      d_pageSize=40   \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0   \n",
       "\n",
       "                                                 其他行业  \n",
       "0                                         flushckid=1  \n",
       "1                                           compkind=  \n",
       "2                                                dqs=  \n",
       "3                                            pubTime=  \n",
       "4                                         pageSize=40  \n",
       "5                                             salary=  \n",
       "6                                            compTag=  \n",
       "7                                           sortFlag=  \n",
       "8                                            compIds=  \n",
       "9                                        subIndustry=  \n",
       "10                           industryType=industry_12  \n",
       "11                                           jobKind=  \n",
       "12                                     industries=400  \n",
       "13                                         compscale=  \n",
       "14                                               key=  \n",
       "15  siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpX...  \n",
       "16                             d_sfrom=search_unknown  \n",
       "17            d_ckId=05ee86c21235075d2e3978eb3e75c5b0  \n",
       "18                                        d_curPage=0  \n",
       "19                                      d_pageSize=40  \n",
       "20          d_headId=05ee86c21235075d2e3978eb3e75c5b0  \n",
       "\n",
       "[21 rows x 51 columns]"
      ]
     },
     "execution_count": 84,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "行业分类_df = pd.DataFrame(行业分类_dict)\n",
    "行业分类_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>互联网/电商</th>\n",
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       "      <th>计算机软件</th>\n",
       "      <th>IT服务</th>\n",
       "      <th>电子/芯片/半导体</th>\n",
       "      <th>通信业</th>\n",
       "      <th>计算机/网络设备</th>\n",
       "      <th>房地产/建筑</th>\n",
       "      <th>规划/设计/装潢</th>\n",
       "      <th>房地产服务</th>\n",
       "      <th>...</th>\n",
       "      <th>租赁服务</th>\n",
       "      <th>广告/市场/会展</th>\n",
       "      <th>影视文化</th>\n",
       "      <th>教育培训</th>\n",
       "      <th>交通/物流/运输</th>\n",
       "      <th>贸易/进出口</th>\n",
       "      <th>航空/航天</th>\n",
       "      <th>政务/公共服务</th>\n",
       "      <th>农林牧渔</th>\n",
       "      <th>其他行业</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>industries=040</td>\n",
       "      <td>industries=420</td>\n",
       "      <td>industries=010</td>\n",
       "      <td>industries=030</td>\n",
       "      <td>industries=050</td>\n",
       "      <td>industries=060</td>\n",
       "      <td>industries=020</td>\n",
       "      <td>industries=080</td>\n",
       "      <td>industries=100</td>\n",
       "      <td>industries=090</td>\n",
       "      <td>...</td>\n",
       "      <td>industries=510</td>\n",
       "      <td>industries=070</td>\n",
       "      <td>industries=170</td>\n",
       "      <td>industries=380</td>\n",
       "      <td>industries=250</td>\n",
       "      <td>industries=160</td>\n",
       "      <td>industries=480</td>\n",
       "      <td>industries=390</td>\n",
       "      <td>industries=410</td>\n",
       "      <td>industries=400</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1 rows × 51 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            互联网/电商            游戏产业           计算机软件            IT服务  \\\n",
       "12  industries=040  industries=420  industries=010  industries=030   \n",
       "\n",
       "         电子/芯片/半导体             通信业        计算机/网络设备          房地产/建筑  \\\n",
       "12  industries=050  industries=060  industries=020  industries=080   \n",
       "\n",
       "          规划/设计/装潢           房地产服务  ...            租赁服务        广告/市场/会展  \\\n",
       "12  industries=100  industries=090  ...  industries=510  industries=070   \n",
       "\n",
       "              影视文化            教育培训        交通/物流/运输          贸易/进出口  \\\n",
       "12  industries=170  industries=380  industries=250  industries=160   \n",
       "\n",
       "             航空/航天         政务/公共服务            农林牧渔            其他行业  \n",
       "12  industries=480  industries=390  industries=410  industries=400  \n",
       "\n",
       "[1 rows x 51 columns]"
      ]
     },
     "execution_count": 85,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "行业分类_df[12:13]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['industries=040',\n",
       " 'industries=420',\n",
       " 'industries=010',\n",
       " 'industries=030',\n",
       " 'industries=050',\n",
       " 'industries=060',\n",
       " 'industries=020',\n",
       " 'industries=080',\n",
       " 'industries=100',\n",
       " 'industries=090',\n",
       " 'industries=130',\n",
       " 'industries=140',\n",
       " 'industries=150',\n",
       " 'industries=430',\n",
       " 'industries=500',\n",
       " 'industries=190',\n",
       " 'industries=240',\n",
       " 'industries=200',\n",
       " 'industries=210',\n",
       " 'industries=220',\n",
       " 'industries=460',\n",
       " 'industries=470',\n",
       " 'industries=350',\n",
       " 'industries=360',\n",
       " 'industries=180',\n",
       " 'industries=370',\n",
       " 'industries=340',\n",
       " 'industries=270',\n",
       " 'industries=280',\n",
       " 'industries=290',\n",
       " 'industries=330',\n",
       " 'industries=310',\n",
       " 'industries=320',\n",
       " 'industries=300',\n",
       " 'industries=490',\n",
       " 'industries=120',\n",
       " 'industries=110',\n",
       " 'industries=440',\n",
       " 'industries=450',\n",
       " 'industries=230',\n",
       " 'industries=260',\n",
       " 'industries=510',\n",
       " 'industries=070',\n",
       " 'industries=170',\n",
       " 'industries=380',\n",
       " 'industries=250',\n",
       " 'industries=160',\n",
       " 'industries=480',\n",
       " 'industries=390',\n",
       " 'industries=410',\n",
       " 'industries=400']"
      ]
     },
     "execution_count": 86,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "industries_list = 行业分类_df[12:13].T[12].to_list()\n",
    "industries_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['互联网/电商',\n",
       " '游戏产业',\n",
       " '计算机软件',\n",
       " 'IT服务',\n",
       " '电子/芯片/半导体',\n",
       " '通信业',\n",
       " '计算机/网络设备',\n",
       " '房地产/建筑',\n",
       " '规划/设计/装潢',\n",
       " '房地产服务',\n",
       " '银行',\n",
       " '保险',\n",
       " '基金/证券/投资',\n",
       " '会计/审计',\n",
       " '信托/担保/拍卖',\n",
       " '快消品',\n",
       " '批发零售',\n",
       " '服装纺织',\n",
       " '家具/家电',\n",
       " '办公设备',\n",
       " '奢侈品/收藏品',\n",
       " '珠宝/玩具/工艺品',\n",
       " '汽车/摩托车',\n",
       " '机械/机电/重工',\n",
       " '印刷/包装/造纸',\n",
       " '原材料加工',\n",
       " '仪器/电气/自动化',\n",
       " '制药/生物工程',\n",
       " '医疗/保健/美容',\n",
       " '医疗器械',\n",
       " '能源/水利',\n",
       " '石油/化工',\n",
       " '采掘/冶炼/矿产',\n",
       " '环保',\n",
       " '新能源',\n",
       " '专业服务',\n",
       " '中介服务',\n",
       " '外包服务',\n",
       " '检测/认证',\n",
       " '餐饮/酒旅/服务',\n",
       " '文体娱乐',\n",
       " '租赁服务',\n",
       " '广告/市场/会展',\n",
       " '影视文化',\n",
       " '教育培训',\n",
       " '交通/物流/运输',\n",
       " '贸易/进出口',\n",
       " '航空/航天',\n",
       " '政务/公共服务',\n",
       " '农林牧渔',\n",
       " '其他行业']"
      ]
     },
     "execution_count": 91,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "行业分类_名称 = 行业分类_df.columns.to_list()\n",
    "行业分类_名称"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'互联网/电商': '040',\n",
       " '游戏产业': '420',\n",
       " '计算机软件': '010',\n",
       " 'IT服务': '030',\n",
       " '电子/芯片/半导体': '050',\n",
       " '通信业': '060',\n",
       " '计算机/网络设备': '020',\n",
       " '房地产/建筑': '080',\n",
       " '规划/设计/装潢': '100',\n",
       " '房地产服务': '090',\n",
       " '银行': '130',\n",
       " '保险': '140',\n",
       " '基金/证券/投资': '150',\n",
       " '会计/审计': '430',\n",
       " '信托/担保/拍卖': '500',\n",
       " '快消品': '190',\n",
       " '批发零售': '240',\n",
       " '服装纺织': '200',\n",
       " '家具/家电': '210',\n",
       " '办公设备': '220',\n",
       " '奢侈品/收藏品': '460',\n",
       " '珠宝/玩具/工艺品': '470',\n",
       " '汽车/摩托车': '350',\n",
       " '机械/机电/重工': '360',\n",
       " '印刷/包装/造纸': '180',\n",
       " '原材料加工': '370',\n",
       " '仪器/电气/自动化': '340',\n",
       " '制药/生物工程': '270',\n",
       " '医疗/保健/美容': '280',\n",
       " '医疗器械': '290',\n",
       " '能源/水利': '330',\n",
       " '石油/化工': '310',\n",
       " '采掘/冶炼/矿产': '320',\n",
       " '环保': '300',\n",
       " '新能源': '490',\n",
       " '专业服务': '120',\n",
       " '中介服务': '110',\n",
       " '外包服务': '440',\n",
       " '检测/认证': '450',\n",
       " '餐饮/酒旅/服务': '230',\n",
       " '文体娱乐': '260',\n",
       " '租赁服务': '510',\n",
       " '广告/市场/会展': '070',\n",
       " '影视文化': '170',\n",
       " '教育培训': '380',\n",
       " '交通/物流/运输': '250',\n",
       " '贸易/进出口': '160',\n",
       " '航空/航天': '480',\n",
       " '政务/公共服务': '390',\n",
       " '农林牧渔': '410',\n",
       " '其他行业': '400'}"
      ]
     },
     "execution_count": 92,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "industries_参数构建 = {行业分类_名称[i]:industries_list[i].split('=')[1] for i in range(len(industries_list))}\n",
    "industries_参数构建"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'flushckid': '1',\n",
       " 'compkind': '',\n",
       " 'dqs': '',\n",
       " 'pubTime': '',\n",
       " 'pageSize': '40',\n",
       " 'salary': '',\n",
       " 'compTag': '',\n",
       " 'sortFlag': '',\n",
       " 'compIds': '',\n",
       " 'subIndustry': '',\n",
       " 'industryType': 'industry_01',\n",
       " 'jobKind': '',\n",
       " 'industries': '040',\n",
       " 'compscale': '',\n",
       " 'key': '',\n",
       " 'siTag': '1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw',\n",
       " 'd_sfrom': 'search_unknown',\n",
       " 'd_ckId': '05ee86c21235075d2e3978eb3e75c5b0',\n",
       " 'd_curPage': '0',\n",
       " 'd_pageSize': '40',\n",
       " 'd_headId': '05ee86c21235075d2e3978eb3e75c5b0'}"
      ]
     },
     "execution_count": 87,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "参数模版 = urllib.parse.urlparse(行业分类[0])\n",
    "参数模版_list = pd.Series(参数模版).tolist()\n",
    "# print(\"参数模版_list=\",参数模版_list,'\\n')\n",
    "参数模版_dict = {i.split(\"=\")[0]:i.split(\"=\")[1] for i in 参数模版.query.split(\"&\")}\n",
    "参数模版_dict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 130,
   "metadata": {},
   "outputs": [],
   "source": [
    "def url_参数模板生成(industries,page='0'):\n",
    "    industries_values = industries_参数构建[industries]\n",
    "    参数模版_dict[\"industries\"] = industries_values\n",
    "    参数模版_dict[\"d_curPage\"] = page\n",
    "    query_游戏产业 = \"&\".join([k+\"=\"+v for k,v in 参数模版_dict.items()])\n",
    "    参数模版_list[4] = query_游戏产业\n",
    "    url_参数 =  urllib.parse.urlunparse(参数模版_list)      \n",
    "    return (url_参数)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'https://www.liepin.com/zhaopin/?flushckid=1&compkind=&dqs=&pubTime=&pageSize=40&salary=&compTag=&sortFlag=&compIds=&subIndustry=&industryType=industry_01&jobKind=&industries=420&compscale=&key=&siTag=1B2M2Y8AsgTpgAmY7PhCfg%7EfA9rXquZc5IkJpXC-Ycixw&d_sfrom=search_unknown&d_ckId=05ee86c21235075d2e3978eb3e75c5b0&d_curPage=0&d_pageSize=40&d_headId=05ee86c21235075d2e3978eb3e75c5b0'"
      ]
     },
     "execution_count": 131,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url_参数模板生成('游戏产业')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 133,
   "metadata": {},
   "outputs": [],
   "source": [
    "industries='游戏产业'\n",
    "d_curPage = '3'\n",
    "url = url_参数模板生成(industries)\n",
    "session = HTMLSession()\n",
    "r = session.get( url )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>职称</th>\n",
       "      <th>公司名称</th>\n",
       "      <th>时间</th>\n",
       "      <th>经验</th>\n",
       "      <th>薪水</th>\n",
       "      <th>链结</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>招聘海外社区运营</td>\n",
       "      <td>公司Ubisoft Shanghai</td>\n",
       "      <td>22小时前</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>面议</td>\n",
       "      <td>https://www.liepin.com/job/1928711495.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>招聘spine动画师</td>\n",
       "      <td>公司Magic Tavern</td>\n",
       "      <td>18小时前</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>20-30k·16薪</td>\n",
       "      <td>https://www.liepin.com/job/1932239555.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>招聘Spine动作设计师</td>\n",
       "      <td>公司Magic Tavern</td>\n",
       "      <td>昨天</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>15-25k·15薪</td>\n",
       "      <td>https://www.liepin.com/job/1926735413.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>招聘场景原画设计师</td>\n",
       "      <td>公司Magic Tavern</td>\n",
       "      <td>22小时前</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>20-35k·16薪</td>\n",
       "      <td>https://www.liepin.com/job/1920516897.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>招聘游戏2D场景设计师</td>\n",
       "      <td>公司Magic Tavern</td>\n",
       "      <td>昨天</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>20-40k·15薪</td>\n",
       "      <td>https://www.liepin.com/job/1919887899.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>招聘部门助理（行政主管）</td>\n",
       "      <td>公司乐元素</td>\n",
       "      <td>2021-04-06</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>14-20k·14薪</td>\n",
       "      <td>https://www.liepin.com/job/1914497885.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>招聘数值策划</td>\n",
       "      <td>公司Magic Tavern</td>\n",
       "      <td>2021-04-02</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>15-30k·18薪</td>\n",
       "      <td>https://www.liepin.com/job/1936891549.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>招聘DevOps工程师-容器化</td>\n",
       "      <td>公司Magic Tavern</td>\n",
       "      <td>17小时前</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>15-30k·16薪</td>\n",
       "      <td>https://www.liepin.com/job/1938417303.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>招聘资深场景原画设计师</td>\n",
       "      <td>公司Magic Tavern</td>\n",
       "      <td>18小时前</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>20-35k·16薪</td>\n",
       "      <td>https://www.liepin.com/job/1938415695.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>招聘多媒体/游戏开发工程师 (主机 FPS)</td>\n",
       "      <td>公司柳叶刀科技(深圳)有限公司</td>\n",
       "      <td>21小时前</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>18-30k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1938402847.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>招聘Senior Payroll Specialist/Payroll manager, APAC</td>\n",
       "      <td>公司动视信息技术(上海)有限公司</td>\n",
       "      <td>22小时前</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>18-32k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1938241343.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>招聘游戏UI设计师（icon方向）</td>\n",
       "      <td>公司Magic Tavern</td>\n",
       "      <td>18小时前</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>20-30k·16薪</td>\n",
       "      <td>https://www.liepin.com/job/1936832435.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>招聘Animator动画师</td>\n",
       "      <td>公司动视信息技术(上海)有限公司</td>\n",
       "      <td>22小时前</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>面议</td>\n",
       "      <td>https://www.liepin.com/job/1936117787.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>招聘动画分镜</td>\n",
       "      <td>公司重庆瑭游动画有限责任公司</td>\n",
       "      <td>昨天</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>6-10k·13薪</td>\n",
       "      <td>https://www.liepin.com/job/1938384093.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>招聘美术外包管理</td>\n",
       "      <td>公司Magic Tavern</td>\n",
       "      <td>昨天</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>15-25k·16薪</td>\n",
       "      <td>https://www.liepin.com/job/1933809759.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>招聘商业化经理</td>\n",
       "      <td>公司DeNA</td>\n",
       "      <td>昨天</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>20-30k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1938383893.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>招聘2D动画</td>\n",
       "      <td>公司Magic Tavern</td>\n",
       "      <td>昨天</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>18-30k·16薪</td>\n",
       "      <td>https://www.liepin.com/job/1936970933.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>招聘手游战斗策划</td>\n",
       "      <td>公司梦求游戏</td>\n",
       "      <td>前天</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>18-28k·13薪</td>\n",
       "      <td>https://www.liepin.com/job/1938217569.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>招聘测试开发工程师 (MJ001353)</td>\n",
       "      <td>公司米哈游</td>\n",
       "      <td>前天</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>25-45k·16薪</td>\n",
       "      <td>https://www.liepin.com/job/1935885591.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>招聘游戏原画</td>\n",
       "      <td>公司重庆瑭游动画有限责任公司</td>\n",
       "      <td>2021-04-15</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>8-12k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1938220717.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>招聘次时代角色</td>\n",
       "      <td>公司成都灵绘文化传播有限公司</td>\n",
       "      <td>2021-04-15</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>6-12k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1938195297.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>招聘高级u3d开发工程师</td>\n",
       "      <td>公司Magic Tavern</td>\n",
       "      <td>2021-03-26</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>20-40k·17薪</td>\n",
       "      <td>https://www.liepin.com/job/1937542835.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>招聘游戏策划师</td>\n",
       "      <td>公司迦游</td>\n",
       "      <td>一个月前</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>20-35k·14薪</td>\n",
       "      <td>https://www.liepin.com/job/1934681495.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>招聘数值策划</td>\n",
       "      <td>公司极致游戏</td>\n",
       "      <td>38分钟前</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>16-30k·13薪</td>\n",
       "      <td>https://www.liepin.com/job/1938441515.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>招聘运营主管/经理</td>\n",
       "      <td>公司广州光娱信息科技有限公司</td>\n",
       "      <td>57分钟前</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>18-25k·13薪</td>\n",
       "      <td>https://www.liepin.com/job/1938441367.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>招聘4K+网站编辑（五险一金，13薪）</td>\n",
       "      <td>公司武汉乐蜀网络科技有限公司</td>\n",
       "      <td>12分钟前</td>\n",
       "      <td>1-3年</td>\n",
       "      <td>4-8k·13薪</td>\n",
       "      <td>https://www.liepin.com/job/1936642583.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>招聘商务主管/专员（德语）</td>\n",
       "      <td>公司摩伽科技</td>\n",
       "      <td>22分钟前</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>6-8k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1936553969.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>招聘商务主管/专员（德语）</td>\n",
       "      <td>公司摩伽科技</td>\n",
       "      <td>22分钟前</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>6-8k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1936553967.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>招聘欧洲跨境电商平台招商经理</td>\n",
       "      <td>公司摩伽科技</td>\n",
       "      <td>22分钟前</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>8-24k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1936553963.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>招聘欧洲跨境电商平台招商经理</td>\n",
       "      <td>公司摩伽科技</td>\n",
       "      <td>22分钟前</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>8-16k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1936553961.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>招聘电商平台招商经理</td>\n",
       "      <td>公司摩伽科技</td>\n",
       "      <td>22分钟前</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>面议</td>\n",
       "      <td>https://www.liepin.com/job/1936521051.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>招聘商务负责人</td>\n",
       "      <td>公司江苏梦嘉控股集团有限公司</td>\n",
       "      <td>刚刚</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>20-35k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1935954627.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>招聘数据分析师（业务向）</td>\n",
       "      <td>公司江苏梦嘉控股集团有限公司</td>\n",
       "      <td>刚刚</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>10-15k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1935700503.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>招聘网赚类游戏产品运营</td>\n",
       "      <td>公司江苏梦嘉控股集团有限公司</td>\n",
       "      <td>刚刚</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>10-15k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1935700501.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>招聘游戏发行专家</td>\n",
       "      <td>公司江苏梦嘉控股集团有限公司</td>\n",
       "      <td>刚刚</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>25-40k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1935682965.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>招聘游戏商务专家</td>\n",
       "      <td>公司江苏梦嘉控股集团有限公司</td>\n",
       "      <td>刚刚</td>\n",
       "      <td>5-10年</td>\n",
       "      <td>35-45k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1935682861.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>招聘游戏投放专家</td>\n",
       "      <td>公司江苏梦嘉控股集团有限公司</td>\n",
       "      <td>刚刚</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>30-40k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1935682735.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>招聘游戏客户端开发工程师</td>\n",
       "      <td>公司江苏梦嘉控股集团有限公司</td>\n",
       "      <td>刚刚</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>20-30k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1935682609.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>招聘英语产品专员</td>\n",
       "      <td>公司摩伽科技</td>\n",
       "      <td>22分钟前</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>4-6k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1935549867.shtml</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>招聘资深用户增长专员</td>\n",
       "      <td>公司江苏梦嘉控股集团有限公司</td>\n",
       "      <td>刚刚</td>\n",
       "      <td>3-5年</td>\n",
       "      <td>15-30k·12薪</td>\n",
       "      <td>https://www.liepin.com/job/1935544545.shtml</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                   职称                公司名称  \\\n",
       "0                                            招聘海外社区运营  公司Ubisoft Shanghai   \n",
       "1                                          招聘spine动画师      公司Magic Tavern   \n",
       "2                                        招聘Spine动作设计师      公司Magic Tavern   \n",
       "3                                           招聘场景原画设计师      公司Magic Tavern   \n",
       "4                                         招聘游戏2D场景设计师      公司Magic Tavern   \n",
       "5                                        招聘部门助理（行政主管）               公司乐元素   \n",
       "6                                              招聘数值策划      公司Magic Tavern   \n",
       "7                                     招聘DevOps工程师-容器化      公司Magic Tavern   \n",
       "8                                         招聘资深场景原画设计师      公司Magic Tavern   \n",
       "9                              招聘多媒体/游戏开发工程师 (主机 FPS)     公司柳叶刀科技(深圳)有限公司   \n",
       "10  招聘Senior Payroll Specialist/Payroll manager, APAC    公司动视信息技术(上海)有限公司   \n",
       "11                                  招聘游戏UI设计师（icon方向）      公司Magic Tavern   \n",
       "12                                      招聘Animator动画师    公司动视信息技术(上海)有限公司   \n",
       "13                                             招聘动画分镜      公司重庆瑭游动画有限责任公司   \n",
       "14                                           招聘美术外包管理      公司Magic Tavern   \n",
       "15                                            招聘商业化经理              公司DeNA   \n",
       "16                                             招聘2D动画      公司Magic Tavern   \n",
       "17                                           招聘手游战斗策划              公司梦求游戏   \n",
       "18                               招聘测试开发工程师 (MJ001353)               公司米哈游   \n",
       "19                                             招聘游戏原画      公司重庆瑭游动画有限责任公司   \n",
       "20                                            招聘次时代角色      公司成都灵绘文化传播有限公司   \n",
       "21                                       招聘高级u3d开发工程师      公司Magic Tavern   \n",
       "22                                            招聘游戏策划师                公司迦游   \n",
       "23                                             招聘数值策划              公司极致游戏   \n",
       "24                                          招聘运营主管/经理      公司广州光娱信息科技有限公司   \n",
       "25                                招聘4K+网站编辑（五险一金，13薪）      公司武汉乐蜀网络科技有限公司   \n",
       "26                                      招聘商务主管/专员（德语）              公司摩伽科技   \n",
       "27                                      招聘商务主管/专员（德语）              公司摩伽科技   \n",
       "28                                     招聘欧洲跨境电商平台招商经理              公司摩伽科技   \n",
       "29                                     招聘欧洲跨境电商平台招商经理              公司摩伽科技   \n",
       "30                                         招聘电商平台招商经理              公司摩伽科技   \n",
       "31                                            招聘商务负责人      公司江苏梦嘉控股集团有限公司   \n",
       "32                                       招聘数据分析师（业务向）      公司江苏梦嘉控股集团有限公司   \n",
       "33                                        招聘网赚类游戏产品运营      公司江苏梦嘉控股集团有限公司   \n",
       "34                                           招聘游戏发行专家      公司江苏梦嘉控股集团有限公司   \n",
       "35                                           招聘游戏商务专家      公司江苏梦嘉控股集团有限公司   \n",
       "36                                           招聘游戏投放专家      公司江苏梦嘉控股集团有限公司   \n",
       "37                                       招聘游戏客户端开发工程师      公司江苏梦嘉控股集团有限公司   \n",
       "38                                           招聘英语产品专员              公司摩伽科技   \n",
       "39                                         招聘资深用户增长专员      公司江苏梦嘉控股集团有限公司   \n",
       "\n",
       "            时间     经验          薪水                                           链结  \n",
       "0        22小时前   3-5年          面议  https://www.liepin.com/job/1928711495.shtml  \n",
       "1        18小时前   3-5年  20-30k·16薪  https://www.liepin.com/job/1932239555.shtml  \n",
       "2           昨天   3-5年  15-25k·15薪  https://www.liepin.com/job/1926735413.shtml  \n",
       "3        22小时前  5-10年  20-35k·16薪  https://www.liepin.com/job/1920516897.shtml  \n",
       "4           昨天  5-10年  20-40k·15薪  https://www.liepin.com/job/1919887899.shtml  \n",
       "5   2021-04-06   3-5年  14-20k·14薪  https://www.liepin.com/job/1914497885.shtml  \n",
       "6   2021-04-02   3-5年  15-30k·18薪  https://www.liepin.com/job/1936891549.shtml  \n",
       "7        17小时前   3-5年  15-30k·16薪  https://www.liepin.com/job/1938417303.shtml  \n",
       "8        18小时前  5-10年  20-35k·16薪  https://www.liepin.com/job/1938415695.shtml  \n",
       "9        21小时前   3-5年  18-30k·12薪  https://www.liepin.com/job/1938402847.shtml  \n",
       "10       22小时前  5-10年  18-32k·12薪  https://www.liepin.com/job/1938241343.shtml  \n",
       "11       18小时前   3-5年  20-30k·16薪  https://www.liepin.com/job/1936832435.shtml  \n",
       "12       22小时前   3-5年          面议  https://www.liepin.com/job/1936117787.shtml  \n",
       "13          昨天  5-10年   6-10k·13薪  https://www.liepin.com/job/1938384093.shtml  \n",
       "14          昨天   3-5年  15-25k·16薪  https://www.liepin.com/job/1933809759.shtml  \n",
       "15          昨天   3-5年  20-30k·12薪  https://www.liepin.com/job/1938383893.shtml  \n",
       "16          昨天   3-5年  18-30k·16薪  https://www.liepin.com/job/1936970933.shtml  \n",
       "17          前天   3-5年  18-28k·13薪  https://www.liepin.com/job/1938217569.shtml  \n",
       "18          前天   经验不限  25-45k·16薪  https://www.liepin.com/job/1935885591.shtml  \n",
       "19  2021-04-15  5-10年   8-12k·12薪  https://www.liepin.com/job/1938220717.shtml  \n",
       "20  2021-04-15   1-3年   6-12k·12薪  https://www.liepin.com/job/1938195297.shtml  \n",
       "21  2021-03-26   3-5年  20-40k·17薪  https://www.liepin.com/job/1937542835.shtml  \n",
       "22        一个月前   3-5年  20-35k·14薪  https://www.liepin.com/job/1934681495.shtml  \n",
       "23       38分钟前   3-5年  16-30k·13薪  https://www.liepin.com/job/1938441515.shtml  \n",
       "24       57分钟前   3-5年  18-25k·13薪  https://www.liepin.com/job/1938441367.shtml  \n",
       "25       12分钟前   1-3年    4-8k·13薪  https://www.liepin.com/job/1936642583.shtml  \n",
       "26       22分钟前   3-5年    6-8k·12薪  https://www.liepin.com/job/1936553969.shtml  \n",
       "27       22分钟前   经验不限    6-8k·12薪  https://www.liepin.com/job/1936553967.shtml  \n",
       "28       22分钟前   3-5年   8-24k·12薪  https://www.liepin.com/job/1936553963.shtml  \n",
       "29       22分钟前  5-10年   8-16k·12薪  https://www.liepin.com/job/1936553961.shtml  \n",
       "30       22分钟前   3-5年          面议  https://www.liepin.com/job/1936521051.shtml  \n",
       "31          刚刚  5-10年  20-35k·12薪  https://www.liepin.com/job/1935954627.shtml  \n",
       "32          刚刚   经验不限  10-15k·12薪  https://www.liepin.com/job/1935700503.shtml  \n",
       "33          刚刚   经验不限  10-15k·12薪  https://www.liepin.com/job/1935700501.shtml  \n",
       "34          刚刚   3-5年  25-40k·12薪  https://www.liepin.com/job/1935682965.shtml  \n",
       "35          刚刚  5-10年  35-45k·12薪  https://www.liepin.com/job/1935682861.shtml  \n",
       "36          刚刚   3-5年  30-40k·12薪  https://www.liepin.com/job/1935682735.shtml  \n",
       "37          刚刚   3-5年  20-30k·12薪  https://www.liepin.com/job/1935682609.shtml  \n",
       "38       22分钟前   经验不限    4-6k·12薪  https://www.liepin.com/job/1935549867.shtml  \n",
       "39          刚刚   3-5年  15-30k·12薪  https://www.liepin.com/job/1935544545.shtml  "
      ]
     },
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   ],
   "source": [
    "dict_xpaths={ \n",
    "    'text': {\n",
    "        '时间':    '..//ul/li//time/text()', \n",
    "        '经验':      './/ul/li/div/div[contains(@class,\"job-info\")]/p/span[3]/text()',\n",
    "        '薪水':    './/ul/li/div/div[contains(@class,\"job-info\")]/p/span[contains(@class,\"text-warning\")]/text()'\n",
    "    },\n",
    "    'text_content': {\n",
    "    '职称':'.//ul/li/div/div[contains(@class,\"job-info\")]/h3/@title', \n",
    "#     '公司地点':'.//ul/li/div/div[contains(@class,\"job-info\")]/p/a/text()',?\n",
    "    '公司名称': './/ul/li//p[contains(@class,\"company-name\")]/a/@title', \n",
    "    \n",
    "    },\n",
    "    'href': {\n",
    "        '链结':    './/ul/li/div/div[contains(@class,\"job-info\")]/h3/a/@href', \n",
    "#         '公司URL': './/ul/li//p[contains(@class,\"company-name\")]/a/@href', \n",
    "    }\n",
    "}\n",
    "\n",
    "主要元素 = r.html.xpath( \\\n",
    "    '//div[@class=\"job-content\"]/div[@class=\"sojob-result\"]')\n",
    "\n",
    "\n",
    "def get_content(_xpath_):\n",
    "    暂存结果 = [e.xpath(_xpath_) for e in 主要元素]\n",
    "    return(暂存结果)\n",
    "\n",
    "数据字典 = dict()\n",
    "\n",
    "数据字典 = {k:get_content(v)[0] for k,v in dict_xpaths['text_content'].items()}\n",
    "# print(数据字典) \n",
    "\n",
    "数据字典.update({k:get_content(v)[0] for k,v in dict_xpaths['text'].items()})\n",
    "# # # print(数据字典)\n",
    "数据字典.update({k:get_content(v)[0] for k,v in dict_xpaths['href'].items()})\n",
    "# len(数据字典)\n",
    "# # print(数据字典)\n",
    "[len(v) for k,v in 数据字典.items()]\n",
    "\n",
    "数据 = pd.DataFrame(数据字典)\n",
    "# 数据.iloc[:,[0,1,2,3,4,5,6]]\n",
    "数据.to_excel(\"行业分类.xlsx\", sheet_name=\"猎聘\")\n",
    "display(数据)"
   ]
  },
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